clean2

Dataset statistics

Number of variables	20
Number of observations	6598
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	261
Duplicate rows (%)	4.0%
Total size in memory	1.0 MiB
Average record size in memory	160.0 B

Variable types

NUM	19
BOOL	1

Reproduction

Analysis started	2020-08-25 01:15:33.432908
Analysis finished	2020-08-25 01:16:29.568325
Duration	56.14 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

Dataset has 261 (4.0%) duplicate rows	Duplicates
`f14` is highly correlated with `f104` and 2 other fields	High correlation
`f104` is highly correlated with `f14` and 1 other fields	High correlation
`f44` is highly correlated with `f104` and 1 other fields	High correlation
`f74` is highly correlated with `f14`	High correlation
`f59` has 151 (2.3%) zeros	Zeros

f136
Real number (ℝ)

Distinct count	267
Unique (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-28.25947256744468
Minimum	-196.0
Maximum	125.0
Zeros	4
Zeros (%)	0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-196
5-th percentile	-119
Q1	-84
median	-26
Q3	-10
95-th percentile	84
Maximum	125
Range	321
Interquartile range (IQR)	74

Descriptive statistics

Standard deviation	61.66430041
Coefficient of variation (CV)	-2.182075418
Kurtosis	-0.385447099
Mean	-28.25947257
Median Absolute Deviation (MAD)	44
Skewness	0.1796073262
Sum	-186456
Variance	3802.485946

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-20	255	3.9%
-92	254	3.8%
-23	226	3.4%
-21	224	3.4%
-27	205	3.1%
-22	204	3.1%
-26	195	3.0%
-28	189	2.9%
-93	167	2.5%
-16	112	1.7%
-94	99	1.5%
-15	97	1.5%
-37	93	1.4%
-90	87	1.3%
63	83	1.3%
-95	79	1.2%
64	78	1.2%
-38	77	1.2%
88	73	1.1%
-18	71	1.1%
-29	68	1.0%
-17	67	1.0%
-91	66	1.0%
-25	66	1.0%
84	57	0.9%
Other values (242)	3406	51.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-196	4	0.1%
-195	4	0.1%
-194	10	0.2%
-193	13	0.2%
-192	2	< 0.1%
-175	1	< 0.1%
-167	1	< 0.1%
-163	3	< 0.1%
-162	12	0.2%
-161	15	0.2%

Value	Count	Frequency (%)
125	1	< 0.1%
124	4	0.1%
123	5	0.1%
122	5	0.1%
121	3	< 0.1%
120	1	< 0.1%
119	3	< 0.1%
118	6	0.1%
117	1	< 0.1%
116	2	< 0.1%

f29
Real number (ℝ)

Distinct count	278
Unique (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.520763867838738
Minimum	-142.0
Maximum	174.0
Zeros	19
Zeros (%)	0.3%
Memory size	51.7 KiB

Quantile statistics

Minimum	-142
5-th percentile	-80
Q1	-44
median	9
Q3	33
95-th percentile	124
Maximum	174
Range	316
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	63.48476983
Coefficient of variation (CV)	7.450596075
Kurtosis	-0.447862602
Mean	8.520763868
Median Absolute Deviation (MAD)	46
Skewness	0.2421569935
Sum	56220
Variance	4030.316001

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
25	343	5.2%
9	222	3.4%
11	213	3.2%
-66	191	2.9%
8	179	2.7%
10	159	2.4%
5	147	2.2%
26	147	2.2%
-65	140	2.1%
14	132	2.0%
-62	105	1.6%
-67	104	1.6%
-37	100	1.5%
80	99	1.5%
6	95	1.4%
-64	95	1.4%
126	84	1.3%
7	84	1.3%
24	71	1.1%
-36	69	1.0%
22	66	1.0%
113	61	0.9%
124	61	0.9%
128	61	0.9%
-61	58	0.9%
Other values (253)	3512	53.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-142	6	0.1%
-141	2	< 0.1%
-140	31	0.5%
-139	6	0.1%
-138	2	< 0.1%
-131	1	< 0.1%
-121	2	< 0.1%
-120	15	0.2%
-119	7	0.1%
-118	11	0.2%

Value	Count	Frequency (%)
174	4	0.1%
173	9	0.1%
172	9	0.1%
171	2	< 0.1%
170	3	< 0.1%
169	3	< 0.1%
168	2	< 0.1%
167	2	< 0.1%
166	2	< 0.1%
165	4	0.1%

f118
Real number (ℝ)

Distinct count	354
Unique (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-42.35874507426493
Minimum	-212.0
Maximum	156.0
Zeros	7
Zeros (%)	0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-212
5-th percentile	-204
Q1	-176
median	14
Q3	38
95-th percentile	110
Maximum	156
Range	368
Interquartile range (IQR)	214

Descriptive statistics

Standard deviation	110.7014839
Coefficient of variation (CV)	-2.613426901
Kurtosis	-1.418015475
Mean	-42.35874507
Median Absolute Deviation (MAD)	61
Skewness	-0.3179706987
Sum	-279483
Variance	12254.81853

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
37	254	3.8%
36	187	2.8%
22	129	2.0%
38	124	1.9%
23	112	1.7%
-202	106	1.6%
-205	96	1.5%
-199	94	1.4%
-201	91	1.4%
-200	86	1.3%
-203	85	1.3%
-198	85	1.3%
25	83	1.3%
-206	77	1.2%
-196	77	1.2%
24	77	1.2%
21	76	1.2%
-197	75	1.1%
54	73	1.1%
19	71	1.1%
28	71	1.1%
-204	68	1.0%
26	68	1.0%
52	63	1.0%
59	62	0.9%
Other values (329)	4208	63.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-212	2	< 0.1%
-211	4	0.1%
-210	7	0.1%
-209	9	0.1%
-208	17	0.3%
-207	55	0.8%
-206	77	1.2%
-205	96	1.5%
-204	68	1.0%
-203	85	1.3%

Value	Count	Frequency (%)
156	1	< 0.1%
154	1	< 0.1%
143	3	< 0.1%
142	18	0.3%
141	23	0.3%
140	11	0.2%
139	10	0.2%
138	17	0.3%
137	2	< 0.1%
136	19	0.3%

f28
Real number (ℝ)

Distinct count	272
Unique (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-102.6659593816308
Minimum	-166.0
Maximum	145.0
Zeros	1
Zeros (%)	< 0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-166
5-th percentile	-161
Q1	-154
median	-132
Q3	-85
95-th percentile	99
Maximum	145
Range	311
Interquartile range (IQR)	69

Descriptive statistics

Standard deviation	73.77823184
Coefficient of variation (CV)	-0.718624092
Kurtosis	3.006905272
Mean	-102.6659594
Median Absolute Deviation (MAD)	26
Skewness	1.924734294
Sum	-677390
Variance	5443.227493

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-157	229	3.5%
-134	195	3.0%
-160	192	2.9%
-156	192	2.9%
-154	192	2.9%
-158	188	2.8%
-159	167	2.5%
-153	163	2.5%
-161	163	2.5%
-155	162	2.5%
-133	117	1.8%
-89	110	1.7%
-162	105	1.6%
-132	105	1.6%
-88	100	1.5%
-143	99	1.5%
-136	98	1.5%
-144	94	1.4%
-135	78	1.2%
-152	74	1.1%
-90	72	1.1%
-142	69	1.0%
-149	69	1.0%
-126	66	1.0%
-91	65	1.0%
Other values (247)	3434	52.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-166	2	< 0.1%
-165	15	0.2%
-164	21	0.3%
-163	62	0.9%
-162	105	1.6%
-161	163	2.5%
-160	192	2.9%
-159	167	2.5%
-158	188	2.8%
-157	229	3.5%

Value	Count	Frequency (%)
145	2	< 0.1%
144	4	0.1%
143	2	< 0.1%
142	14	0.2%
141	8	0.1%
140	10	0.2%
139	15	0.2%
138	11	0.2%
137	15	0.2%
136	11	0.2%

f141
Real number (ℝ)

Distinct count	386
Unique (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-65.69308881479236
Minimum	-290.0
Maximum	188.0
Zeros	2
Zeros (%)	< 0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-290
5-th percentile	-180
Q1	-101
median	-64
Q3	-36
95-th percentile	72
Maximum	188
Range	478
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	69.09460543
Coefficient of variation (CV)	-1.051778911
Kurtosis	2.320636859
Mean	-65.69308881
Median Absolute Deviation (MAD)	31
Skewness	0.6903053233
Sum	-433443
Variance	4774.0645

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-27	208	3.2%
-37	200	3.0%
-28	149	2.3%
-26	146	2.2%
-36	142	2.2%
-94	134	2.0%
-64	130	2.0%
-95	104	1.6%
-93	104	1.6%
-63	99	1.5%
-96	97	1.5%
-38	95	1.4%
-35	93	1.4%
-65	90	1.4%
-66	90	1.4%
-92	75	1.1%
-49	74	1.1%
-62	74	1.1%
-91	71	1.1%
-97	71	1.1%
-61	70	1.1%
-39	67	1.0%
-48	60	0.9%
-33	59	0.9%
-25	59	0.9%
Other values (361)	4037	61.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-290	13	0.2%
-288	1	< 0.1%
-287	11	0.2%
-286	2	< 0.1%
-271	1	< 0.1%
-262	2	< 0.1%
-261	6	0.1%
-257	4	0.1%
-256	1	< 0.1%
-252	2	< 0.1%

Value	Count	Frequency (%)
188	5	0.1%
187	2	< 0.1%
186	1	< 0.1%
180	1	< 0.1%
179	7	0.1%
178	4	0.1%
177	4	0.1%
176	2	< 0.1%
175	4	0.1%
174	1	< 0.1%

f160
Real number (ℝ)

Distinct count	278
Unique (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-26.07320400121249
Minimum	-136.0
Maximum	192.0
Zeros	34
Zeros (%)	0.5%
Memory size	51.7 KiB

Quantile statistics

Minimum	-136
5-th percentile	-130
Q1	-70
median	-21
Q3	9
95-th percentile	84
Maximum	192
Range	328
Interquartile range (IQR)	79

Descriptive statistics

Standard deviation	69.72796449
Coefficient of variation (CV)	-2.674315151
Kurtosis	1.007962206
Mean	-26.073204
Median Absolute Deviation (MAD)	37
Skewness	0.6014043239
Sum	-172031
Variance	4861.989032

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-21	241	3.7%
-20	225	3.4%
-14	207	3.1%
-32	174	2.6%
-129	152	2.3%
-130	143	2.2%
-8	127	1.9%
-131	121	1.8%
9	119	1.8%
-9	105	1.6%
-19	103	1.6%
-29	103	1.6%
-25	94	1.4%
-30	91	1.4%
-125	89	1.3%
185	89	1.3%
-128	88	1.3%
-23	83	1.3%
-24	76	1.2%
-13	74	1.1%
18	69	1.0%
8	68	1.0%
16	67	1.0%
-133	66	1.0%
-15	64	1.0%
Other values (253)	3760	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-136	4	0.1%
-135	12	0.2%
-134	42	0.6%
-133	66	1.0%
-132	61	0.9%
-131	121	1.8%
-130	143	2.2%
-129	152	2.3%
-128	88	1.3%
-127	26	0.4%

Value	Count	Frequency (%)
192	2	< 0.1%
190	2	< 0.1%
188	2	< 0.1%
186	61	0.9%
185	89	1.3%
184	3	< 0.1%
182	4	0.1%
181	1	< 0.1%
180	1	< 0.1%
179	3	< 0.1%

f163
Real number (ℝ_≥0)

Distinct count	292
Unique (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	201.76023037284025
Minimum	73.0
Maximum	625.0
Zeros	0
Zeros (%)	0.0%
Memory size	51.7 KiB

Quantile statistics

Minimum	73
5-th percentile	141
Q1	166
median	191
Q3	215
95-th percentile	299
Maximum	625
Range	552
Interquartile range (IQR)	49

Descriptive statistics

Standard deviation	59.52675104
Coefficient of variation (CV)	0.295037089
Kurtosis	9.552820604
Mean	201.7602304
Median Absolute Deviation (MAD)	25
Skewness	2.436663549
Sum	1331214
Variance	3543.434089

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
159	178	2.7%
172	154	2.3%
202	143	2.2%
175	140	2.1%
176	137	2.1%
162	125	1.9%
187	120	1.8%
196	117	1.8%
193	112	1.7%
215	111	1.7%
171	108	1.6%
190	108	1.6%
195	104	1.6%
194	103	1.6%
165	103	1.6%
142	102	1.5%
205	96	1.5%
141	92	1.4%
179	88	1.3%
201	85	1.3%
211	84	1.3%
163	83	1.3%
210	82	1.2%
188	81	1.2%
143	77	1.2%
Other values (267)	3865	58.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
73	1	< 0.1%
76	1	< 0.1%
98	1	< 0.1%
99	9	0.1%
100	17	0.3%
101	16	0.2%
102	14	0.2%
103	13	0.2%
104	1	< 0.1%
117	2	< 0.1%

Value	Count	Frequency (%)
625	1	< 0.1%
624	1	< 0.1%
615	1	< 0.1%
611	1	< 0.1%
610	1	< 0.1%
607	1	< 0.1%
602	1	< 0.1%
595	1	< 0.1%
593	1	< 0.1%
591	1	< 0.1%

f50
Real number (ℝ)

Distinct count	374
Unique (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-54.00181873294938
Minimum	-279.0
Maximum	215.0
Zeros	2
Zeros (%)	< 0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-279
5-th percentile	-135
Q1	-102
median	-62
Q3	-19
95-th percentile	88
Maximum	215
Range	494
Interquartile range (IQR)	83

Descriptive statistics

Standard deviation	68.29416127
Coefficient of variation (CV)	-1.264664096
Kurtosis	2.09151944
Mean	-54.00181873
Median Absolute Deviation (MAD)	41
Skewness	0.704498775
Sum	-356304
Variance	4664.092463

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-2	450	6.8%
-103	221	3.3%
-19	199	3.0%
-102	184	2.8%
-18	167	2.5%
-20	148	2.2%
-101	132	2.0%
-22	119	1.8%
-21	107	1.6%
-3	95	1.4%
-24	92	1.4%
-107	90	1.4%
-23	88	1.3%
-17	82	1.2%
-25	76	1.2%
-104	74	1.1%
-100	74	1.1%
-106	69	1.0%
-26	57	0.9%
-27	53	0.8%
-96	53	0.8%
-95	53	0.8%
-105	52	0.8%
-108	52	0.8%
-94	50	0.8%
Other values (349)	3761	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-279	6	0.1%
-278	8	0.1%
-276	2	< 0.1%
-275	3	< 0.1%
-273	1	< 0.1%
-271	1	< 0.1%
-263	1	< 0.1%
-262	6	0.1%
-261	2	< 0.1%
-256	2	< 0.1%

Value	Count	Frequency (%)
215	1	< 0.1%
212	1	< 0.1%
211	5	0.1%
209	1	< 0.1%
207	2	< 0.1%
206	3	< 0.1%
204	2	< 0.1%
203	4	0.1%
200	2	< 0.1%
199	1	< 0.1%

f104
Real number (ℝ)

HIGH CORRELATION

Distinct count	337
Unique (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-120.37465898757199
Minimum	-324.0
Maximum	191.0
Zeros	0
Zeros (%)	0.0%
Memory size	51.7 KiB

Quantile statistics

Minimum	-324
5-th percentile	-306
Q1	-184
median	-80
Q3	-53
95-th percentile	36
Maximum	191
Range	515
Interquartile range (IQR)	131

Descriptive statistics

Standard deviation	109.257008
Coefficient of variation (CV)	-0.9076412674
Kurtosis	-0.6384238218
Mean	-120.374659
Median Absolute Deviation (MAD)	31
Skewness	-0.5551227292
Sum	-794232
Variance	11937.09381

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-53	221	3.3%
-54	206	3.1%
-52	185	2.8%
-55	153	2.3%
-293	149	2.3%
-50	145	2.2%
-284	119	1.8%
-49	108	1.6%
-51	106	1.6%
-56	105	1.6%
-292	101	1.5%
-57	100	1.5%
-285	96	1.5%
-283	87	1.3%
-48	80	1.2%
-305	74	1.1%
-100	73	1.1%
-58	71	1.1%
-304	71	1.1%
-64	70	1.1%
-306	66	1.0%
-59	62	0.9%
-66	59	0.9%
-68	59	0.9%
-61	58	0.9%
Other values (312)	3974	60.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-324	1	< 0.1%
-320	1	< 0.1%
-319	2	< 0.1%
-318	1	< 0.1%
-316	8	0.1%
-315	4	0.1%
-314	23	0.3%
-313	3	< 0.1%
-312	21	0.3%
-311	24	0.4%

Value	Count	Frequency (%)
191	1	< 0.1%
189	1	< 0.1%
152	1	< 0.1%
151	1	< 0.1%
149	1	< 0.1%
144	1	< 0.1%
143	1	< 0.1%
136	1	< 0.1%
120	1	< 0.1%
119	3	< 0.1%

f59
Real number (ℝ)

ZEROS

Distinct count	302
Unique (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	26.498029705971508
Minimum	-172.0
Maximum	200.0
Zeros	151
Zeros (%)	2.3%
Memory size	51.7 KiB

Quantile statistics

Minimum	-172
5-th percentile	-77
Q1	-11
median	19
Q3	62.75
95-th percentile	132
Maximum	200
Range	372
Interquartile range (IQR)	73.75

Descriptive statistics

Standard deviation	61.7087875
Coefficient of variation (CV)	2.328806639
Kurtosis	0.5226858505
Mean	26.49802971
Median Absolute Deviation (MAD)	34
Skewness	-0.1419383283
Sum	174834
Variance	3807.974454

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
35	288	4.4%
0	151	2.3%
36	130	2.0%
3	129	2.0%
9	124	1.9%
-16	115	1.7%
-20	111	1.7%
87	104	1.6%
10	103	1.6%
1	99	1.5%
129	96	1.5%
88	90	1.4%
-1	88	1.3%
37	85	1.3%
34	85	1.3%
40	76	1.2%
12	76	1.2%
6	75	1.1%
-11	72	1.1%
-15	70	1.1%
-21	69	1.0%
-4	68	1.0%
-50	66	1.0%
7	65	1.0%
5	64	1.0%
Other values (277)	4099	62.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-172	5	0.1%
-171	19	0.3%
-170	12	0.2%
-169	7	0.1%
-168	4	0.1%
-139	3	< 0.1%
-138	3	< 0.1%
-137	8	0.1%
-136	5	0.1%
-135	3	< 0.1%

Value	Count	Frequency (%)
200	2	< 0.1%
199	2	< 0.1%
198	1	< 0.1%
197	3	< 0.1%
196	7	0.1%
195	3	< 0.1%
194	1	< 0.1%
193	1	< 0.1%
192	8	0.1%
190	1	< 0.1%

f14
Real number (ℝ)

HIGH CORRELATION

Distinct count	329
Unique (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-127.93528341921794
Minimum	-342.0
Maximum	158.0
Zeros	5
Zeros (%)	0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-342
5-th percentile	-290
Q1	-199.75
median	-92
Q3	-72
95-th percentile	52
Maximum	158
Range	500
Interquartile range (IQR)	127.75

Descriptive statistics

Standard deviation	101.191126
Coefficient of variation (CV)	-0.7909555778
Kurtosis	-0.5207416202
Mean	-127.9352834
Median Absolute Deviation (MAD)	26
Skewness	-0.4421703967
Sum	-844117
Variance	10239.64398

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-283	191	2.9%
-287	150	2.3%
-83	134	2.0%
-72	133	2.0%
-286	130	2.0%
-74	127	1.9%
-71	109	1.7%
-100	106	1.6%
-285	106	1.6%
-76	105	1.6%
-99	104	1.6%
-82	100	1.5%
-70	99	1.5%
-80	94	1.4%
-86	93	1.4%
-81	92	1.4%
-282	92	1.4%
-77	91	1.4%
-276	90	1.4%
-84	90	1.4%
-75	89	1.3%
-101	87	1.3%
-105	83	1.3%
-85	78	1.2%
-68	78	1.2%
Other values (304)	3947	59.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-342	4	0.1%
-341	1	< 0.1%
-340	2	< 0.1%
-338	5	0.1%
-337	4	0.1%
-336	5	0.1%
-335	1	< 0.1%
-332	2	< 0.1%
-331	17	0.3%
-330	6	0.1%

Value	Count	Frequency (%)
158	1	< 0.1%
150	1	< 0.1%
147	1	< 0.1%
145	1	< 0.1%
142	1	< 0.1%
130	1	< 0.1%
129	1	< 0.1%
119	1	< 0.1%
110	2	< 0.1%
109	2	< 0.1%

f155
Real number (ℝ)

Distinct count	323
Unique (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	33.209912094574115
Minimum	-143.0
Maximum	379.0
Zeros	25
Zeros (%)	0.4%
Memory size	51.7 KiB

Quantile statistics

Minimum	-143
5-th percentile	-119
Q1	-43
median	5
Q3	122
95-th percentile	180
Maximum	379
Range	522
Interquartile range (IQR)	165

Descriptive statistics

Standard deviation	98.51150204
Coefficient of variation (CV)	2.966328298
Kurtosis	-0.02371197402
Mean	33.20991209
Median Absolute Deviation (MAD)	83
Skewness	0.4267073794
Sum	219119
Variance	9704.516033

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
127	372	5.6%
124	196	3.0%
123	181	2.7%
126	159	2.4%
125	137	2.1%
121	135	2.0%
2	119	1.8%
117	108	1.6%
-66	103	1.6%
122	82	1.2%
108	81	1.2%
-42	79	1.2%
-51	76	1.2%
-11	73	1.1%
107	73	1.1%
-50	68	1.0%
-130	64	1.0%
99	63	1.0%
1	63	1.0%
120	60	0.9%
-43	60	0.9%
-33	59	0.9%
106	57	0.9%
180	56	0.8%
-136	55	0.8%
Other values (298)	4019	60.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-143	2	< 0.1%
-136	55	0.8%
-135	24	0.4%
-134	10	0.2%
-133	8	0.1%
-132	21	0.3%
-131	39	0.6%
-130	64	1.0%
-129	20	0.3%
-128	8	0.1%

Value	Count	Frequency (%)
379	33	0.5%
378	25	0.4%
377	9	0.1%
242	2	< 0.1%
241	1	< 0.1%
240	4	0.1%
238	8	0.1%
237	1	< 0.1%
236	2	< 0.1%
235	5	0.1%

f132
Real number (ℝ)

Distinct count	320
Unique (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-36.6527735677478
Minimum	-140.0
Maximum	255.0
Zeros	33
Zeros (%)	0.5%
Memory size	51.7 KiB

Quantile statistics

Minimum	-140
5-th percentile	-138
Q1	-115
median	-57.5
Q3	20
95-th percentile	108
Maximum	255
Range	395
Interquartile range (IQR)	135

Descriptive statistics

Standard deviation	84.31638583
Coefficient of variation (CV)	-2.300409427
Kurtosis	-0.7250747939
Mean	-36.65277357
Median Absolute Deviation (MAD)	63.5
Skewness	0.5367307181
Sum	-241835
Variance	7109.252919

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-138	467	7.1%
-139	129	2.0%
-117	111	1.7%
-116	110	1.7%
42	103	1.6%
-121	87	1.3%
-110	85	1.3%
78	80	1.2%
-136	72	1.1%
81	71	1.1%
-118	71	1.1%
9	69	1.0%
-119	65	1.0%
-101	64	1.0%
-120	61	0.9%
-111	60	0.9%
77	60	0.9%
-129	60	0.9%
8	59	0.9%
-102	59	0.9%
-86	58	0.9%
10	58	0.9%
11	58	0.9%
-88	57	0.9%
-83	56	0.8%
Other values (295)	4368	66.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-140	6	0.1%
-139	129	2.0%
-138	467	7.1%
-137	26	0.4%
-136	72	1.1%
-135	54	0.8%
-134	2	< 0.1%
-133	1	< 0.1%
-132	18	0.3%
-131	17	0.3%

Value	Count	Frequency (%)
255	1	< 0.1%
254	1	< 0.1%
249	1	< 0.1%
247	1	< 0.1%
246	1	< 0.1%
241	5	0.1%
240	1	< 0.1%
239	1	< 0.1%
238	1	< 0.1%
236	1	< 0.1%

f44
Real number (ℝ)

HIGH CORRELATION

Distinct count	328
Unique (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-121.6027584116399
Minimum	-343.0
Maximum	198.0
Zeros	4
Zeros (%)	0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-343
5-th percentile	-319
Q1	-192.75
median	-74
Q3	-57
95-th percentile	54
Maximum	198
Range	541
Interquartile range (IQR)	135.75

Descriptive statistics

Standard deviation	111.9018942
Coefficient of variation (CV)	-0.9202249659
Kurtosis	-0.6220142236
Mean	-121.6027584
Median Absolute Deviation (MAD)	21
Skewness	-0.6488812616
Sum	-802335
Variance	12522.03393

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-289	181	2.7%
-55	171	2.6%
-56	171	2.6%
-54	170	2.6%
-57	163	2.5%
-59	162	2.5%
-58	156	2.4%
-60	137	2.1%
-61	136	2.1%
-62	108	1.6%
-53	106	1.6%
-288	104	1.6%
-68	100	1.5%
-67	89	1.3%
-73	83	1.3%
-74	83	1.3%
-287	83	1.3%
-52	82	1.2%
-69	79	1.2%
-63	77	1.2%
-65	76	1.2%
-64	74	1.1%
-66	72	1.1%
-297	71	1.1%
-77	71	1.1%
Other values (303)	3793	57.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-343	4	0.1%
-342	2	< 0.1%
-341	1	< 0.1%
-338	1	< 0.1%
-336	1	< 0.1%
-335	3	< 0.1%
-334	5	0.1%
-333	12	0.2%
-332	5	0.1%
-331	10	0.2%

Value	Count	Frequency (%)
198	1	< 0.1%
196	1	< 0.1%
195	1	< 0.1%
194	1	< 0.1%
153	1	< 0.1%
152	1	< 0.1%
136	1	< 0.1%
112	1	< 0.1%
109	1	< 0.1%
104	1	< 0.1%

f67
Real number (ℝ)

Distinct count	181
Unique (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-155.73567747802363
Minimum	-167.0
Maximum	234.0
Zeros	0
Zeros (%)	0.0%
Memory size	51.7 KiB

Quantile statistics

Minimum	-167
5-th percentile	-167
Q1	-166
median	-166
Q3	-165
95-th percentile	-129
Maximum	234
Range	401
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	48.08447644
Coefficient of variation (CV)	-0.3087569735
Kurtosis	40.72579584
Mean	-155.7356775
Median Absolute Deviation (MAD)	0
Skewness	6.318252944
Sum	-1027544
Variance	2312.116875

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-166	3896	59.0%
-167	811	12.3%
-165	527	8.0%
-164	136	2.1%
-161	105	1.6%
-163	92	1.4%
-160	91	1.4%
-159	72	1.1%
-162	54	0.8%
-152	37	0.6%
-158	36	0.5%
-157	34	0.5%
178	30	0.5%
-149	28	0.4%
-153	26	0.4%
-126	26	0.4%
-156	24	0.4%
-145	20	0.3%
-155	20	0.3%
-142	20	0.3%
-141	20	0.3%
-127	18	0.3%
-148	18	0.3%
-150	17	0.3%
-125	17	0.3%
Other values (156)	423	6.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-167	811	12.3%
-166	3896	59.0%
-165	527	8.0%
-164	136	2.1%
-163	92	1.4%
-162	54	0.8%
-161	105	1.6%
-160	91	1.4%
-159	72	1.1%
-158	36	0.5%

Value	Count	Frequency (%)
234	1	< 0.1%
233	1	< 0.1%
231	1	< 0.1%
228	2	< 0.1%
225	1	< 0.1%
223	1	< 0.1%
220	1	< 0.1%
217	2	< 0.1%
216	5	0.1%
215	4	0.1%

f84
Real number (ℝ)

Distinct count	361
Unique (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	67.78720824492271
Minimum	-98.0
Maximum	273.0
Zeros	5
Zeros (%)	0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-98
5-th percentile	-81
Q1	-35.75
median	100
Q3	134
95-th percentile	210
Maximum	273
Range	371
Interquartile range (IQR)	169.75

Descriptive statistics

Standard deviation	96.73388016
Coefficient of variation (CV)	1.42702263
Kurtosis	-1.179913014
Mean	67.78720824
Median Absolute Deviation (MAD)	78
Skewness	-0.1146811174
Sum	447260
Variance	9357.443571

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
194	143	2.2%
-40	128	1.9%
-41	123	1.9%
-39	110	1.7%
110	108	1.6%
-81	89	1.3%
-42	85	1.3%
111	84	1.3%
109	82	1.2%
105	79	1.2%
121	79	1.2%
120	75	1.1%
137	73	1.1%
135	71	1.1%
195	71	1.1%
-37	69	1.0%
-80	67	1.0%
108	66	1.0%
107	64	1.0%
193	63	1.0%
124	63	1.0%
-92	63	1.0%
134	63	1.0%
129	62	0.9%
136	61	0.9%
Other values (336)	4557	69.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-98	2	< 0.1%
-97	5	0.1%
-96	16	0.2%
-95	20	0.3%
-94	33	0.5%
-93	56	0.8%
-92	63	1.0%
-91	16	0.2%
-90	5	0.1%
-89	1	< 0.1%

Value	Count	Frequency (%)
273	2	< 0.1%
272	9	0.1%
271	8	0.1%
270	8	0.1%
269	12	0.2%
268	3	< 0.1%
267	10	0.2%
264	1	< 0.1%
260	1	< 0.1%
258	1	< 0.1%

f23
Real number (ℝ)

Distinct count	397
Unique (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-61.6191270081843
Minimum	-253.0
Maximum	213.0
Zeros	47
Zeros (%)	0.7%
Memory size	51.7 KiB

Quantile statistics

Minimum	-253
5-th percentile	-216
Q1	-154
median	-41
Q3	8
95-th percentile	70.15
Maximum	213
Range	466
Interquartile range (IQR)	162

Descriptive statistics

Standard deviation	94.52470947
Coefficient of variation (CV)	-1.53401572
Kurtosis	-0.8188060654
Mean	-61.61912701
Median Absolute Deviation (MAD)	59
Skewness	-0.245844916
Sum	-406563
Variance	8934.920701

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	304	4.6%
-42	183	2.8%
21	174	2.6%
-43	162	2.5%
3	158	2.4%
19	149	2.3%
20	140	2.1%
18	131	2.0%
1	111	1.7%
17	95	1.4%
-44	84	1.3%
-41	82	1.2%
4	69	1.0%
-40	65	1.0%
10	59	0.9%
16	56	0.8%
7	54	0.8%
9	51	0.8%
-219	49	0.7%
-45	48	0.7%
-221	47	0.7%
0	47	0.7%
11	46	0.7%
15	44	0.7%
-185	42	0.6%
Other values (372)	4148	62.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-253	4	0.1%
-252	2	< 0.1%
-250	1	< 0.1%
-248	7	0.1%
-247	1	< 0.1%
-245	5	0.1%
-244	8	0.1%
-243	2	< 0.1%
-242	2	< 0.1%
-241	1	< 0.1%

Value	Count	Frequency (%)
213	1	< 0.1%
212	5	0.1%
211	1	< 0.1%
210	1	< 0.1%
209	6	0.1%
204	6	0.1%
203	2	< 0.1%
194	1	< 0.1%
193	1	< 0.1%
192	1	< 0.1%

f108
Real number (ℝ)

Distinct count	388
Unique (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-108.78872385571385
Minimum	-292.0
Maximum	167.0
Zeros	5
Zeros (%)	0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-292
5-th percentile	-251
Q1	-178
median	-92
Q3	-41
95-th percentile	13
Maximum	167
Range	459
Interquartile range (IQR)	137

Descriptive statistics

Standard deviation	86.42993474
Coefficient of variation (CV)	-0.7944751227
Kurtosis	-0.6371522552
Mean	-108.7887239
Median Absolute Deviation (MAD)	65
Skewness	-0.140131892
Sum	-717788
Variance	7470.133618

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-120	213	3.2%
-14	154	2.3%
-119	151	2.3%
-15	149	2.3%
-16	123	1.9%
-13	88	1.3%
-78	83	1.3%
-118	79	1.2%
-17	75	1.1%
-121	74	1.1%
-79	66	1.0%
-12	63	1.0%
-63	59	0.9%
-29	55	0.8%
-85	54	0.8%
-80	54	0.8%
-77	52	0.8%
-64	52	0.8%
-65	52	0.8%
-76	52	0.8%
-84	49	0.7%
-92	47	0.7%
-83	47	0.7%
-19	42	0.6%
-62	41	0.6%
Other values (363)	4624	70.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-292	1	< 0.1%
-291	4	0.1%
-290	5	0.1%
-289	12	0.2%
-288	6	0.1%
-287	5	0.1%
-286	4	0.1%
-285	10	0.2%
-284	9	0.1%
-283	11	0.2%

Value	Count	Frequency (%)
167	2	< 0.1%
165	2	< 0.1%
164	3	< 0.1%
163	3	< 0.1%
162	1	< 0.1%
160	1	< 0.1%
159	1	< 0.1%
158	3	< 0.1%
156	1	< 0.1%
153	1	< 0.1%

f74
Real number (ℝ)

HIGH CORRELATION

Distinct count	386
Unique (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-104.8208548044862
Minimum	-333.0
Maximum	172.0
Zeros	5
Zeros (%)	0.1%
Memory size	51.7 KiB

Quantile statistics

Minimum	-333
5-th percentile	-248
Q1	-178
median	-82
Q3	-57
95-th percentile	45
Maximum	172
Range	505
Interquartile range (IQR)	121

Descriptive statistics

Standard deviation	86.98407808
Coefficient of variation (CV)	-0.8298356109
Kurtosis	-0.04964489983
Mean	-104.8208548
Median Absolute Deviation (MAD)	32
Skewness	-0.2998622213
Sum	-691608
Variance	7566.229839

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
-247	184	2.8%
-246	180	2.7%
-248	135	2.0%
-62	100	1.5%
-191	94	1.4%
-245	93	1.4%
-192	92	1.4%
-60	88	1.3%
-194	86	1.3%
-64	85	1.3%
-67	85	1.3%
-69	84	1.3%
-63	83	1.3%
-58	80	1.2%
-59	76	1.2%
-61	73	1.1%
-66	72	1.1%
-68	70	1.1%
-57	70	1.1%
-75	69	1.0%
-95	68	1.0%
-65	68	1.0%
-193	68	1.0%
-70	66	1.0%
-74	65	1.0%
Other values (361)	4364	66.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-333	3	< 0.1%
-332	4	0.1%
-330	2	< 0.1%
-329	3	< 0.1%
-328	3	< 0.1%
-327	3	< 0.1%
-326	3	< 0.1%
-325	2	< 0.1%
-324	2	< 0.1%
-323	2	< 0.1%

Value	Count	Frequency (%)
172	1	< 0.1%
169	1	< 0.1%
167	1	< 0.1%
165	1	< 0.1%
163	1	< 0.1%
161	1	< 0.1%
147	1	< 0.1%
125	3	< 0.1%
124	2	< 0.1%
123	3	< 0.1%

target
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	51.7 KiB

0	5581
1	1017

Frequency Table

Value	Count	Frequency (%)
0	5581	84.6%
1	1017	15.4%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	f136	f29	f118	f28	f141	f160	f163	f50	f104	f59	f14	f155	f132	f44	f67	f84	f23	f108	f74	target
0	-19.0	-67.0	61.0	-89.0	-149.0	-7.0	156.0	-2.0	-306.0	-4.0	-299.0	128.0	-118.0	-314.0	-166.0	112.0	-67.0	-35.0	-256.0	1
1	-94.0	32.0	37.0	-91.0	-26.0	52.0	169.0	-179.0	-305.0	48.0	-281.0	115.0	-128.0	-318.0	-166.0	127.0	2.0	-117.0	-189.0	1
2	-93.0	22.0	38.0	-88.0	-26.0	57.0	165.0	-128.0	-305.0	40.0	-283.0	77.0	-129.0	-317.0	-166.0	55.0	2.0	-119.0	-190.0	1
3	-93.0	32.0	37.0	-91.0	-26.0	52.0	168.0	-180.0	-306.0	47.0	-282.0	115.0	-128.0	-319.0	-166.0	128.0	2.0	-118.0	-191.0	1
4	-93.0	31.0	37.0	-91.0	-26.0	52.0	168.0	-180.0	-306.0	47.0	-282.0	115.0	-128.0	-319.0	-166.0	128.0	2.0	-118.0	-191.0	1
5	-93.0	21.0	38.0	-88.0	-26.0	56.0	164.0	-126.0	-306.0	40.0	-284.0	76.0	-129.0	-318.0	-166.0	55.0	3.0	-120.0	-191.0	1
6	-23.0	22.0	23.0	-134.0	-94.0	55.0	165.0	-129.0	-303.0	41.0	-285.0	74.0	-129.0	-298.0	-166.0	55.0	-42.0	-15.0	-244.0	1
7	-23.0	33.0	19.0	-136.0	-90.0	50.0	169.0	-180.0	-305.0	49.0	-285.0	117.0	-128.0	-304.0	-166.0	128.0	-40.0	-13.0	-246.0	1
8	-23.0	33.0	19.0	-136.0	-90.0	50.0	169.0	-180.0	-305.0	48.0	-285.0	117.0	-128.0	-304.0	-166.0	128.0	-40.0	-13.0	-246.0	1
9	-23.0	22.0	23.0	-134.0	-94.0	55.0	165.0	-129.0	-303.0	41.0	-285.0	74.0	-129.0	-298.0	-166.0	55.0	-42.0	-15.0	-244.0	1

Last rows

	f136	f29	f118	f28	f141	f160	f163	f50	f104	f59	f14	f155	f132	f44	f67	f84	f23	f108	f74
6588	106.0	9.0	57.0	-151.0	-42.0	-10.0	195.0	-87.0	-51.0	-21.0	-124.0	127.0	-97.0	-76.0	-166.0	-12.0	22.0	-145.0	-72.0
6589	-112.0	9.0	107.0	128.0	-62.0	-8.0	195.0	-83.0	-52.0	-21.0	-112.0	127.0	-99.0	-80.0	-166.0	-10.0	10.0	-139.0	-47.0
6590	106.0	11.0	48.0	-149.0	-38.0	14.0	187.0	-80.0	-52.0	-16.0	-130.0	7.0	-86.0	-80.0	-166.0	-30.0	23.0	-152.0	-84.0
6591	-137.0	9.0	52.0	71.0	-42.0	-4.0	195.0	-64.0	-57.0	-22.0	-93.0	127.0	-102.0	-93.0	-166.0	-8.0	-24.0	-121.0	-47.0
6592	-110.0	11.0	105.0	131.0	-59.0	14.0	188.0	-76.0	-54.0	-17.0	-117.0	7.0	-88.0	-84.0	-166.0	-27.0	13.0	-145.0	-52.0
6593	-23.0	-51.0	-187.0	-153.0	-124.0	-14.0	171.0	-51.0	-118.0	64.0	-77.0	124.0	1.0	-101.0	-166.0	-69.0	-198.0	-222.0	-55.0
6594	-28.0	-41.0	-197.0	-160.0	-125.0	-9.0	158.0	-44.0	-112.0	75.0	-74.0	-49.0	-75.0	-90.0	-166.0	-73.0	-201.0	-192.0	-61.0
6595	-28.0	-59.0	-203.0	-161.0	-130.0	-8.0	159.0	-18.0	-119.0	25.0	-82.0	-47.0	-117.0	-108.0	-165.0	-55.0	-197.0	-162.0	-60.0
6596	-23.0	-63.0	-194.0	-154.0	-113.0	-14.0	171.0	-20.0	-127.0	15.0	-86.0	124.0	-6.0	-119.0	-166.0	-48.0	-180.0	-202.0	-55.0
6597	-23.0	63.0	-191.0	-154.0	-125.0	-14.0	171.0	-39.0	-121.0	150.0	-79.0	124.0	-4.0	-105.0	-110.0	-58.0	-196.0	-207.0	-56.0

Most frequent

	f136	f29	f118	f28	f141	f160	f163	f50	f104	f59	f14	f155	f132	f44	f67	f84	f23	f108	f74	count
25	-92.0	-67.0	38.0	-84.0	-26.0	-125.0	185.0	-2.0	-310.0	-4.0	-283.0	-136.0	-139.0	-325.0	-166.0	111.0	3.0	-122.0	-194.0	8
55	-86.0	-64.0	37.0	-89.0	-29.0	185.0	159.0	-2.0	-302.0	3.0	-274.0	156.0	-112.0	-316.0	-159.0	106.0	1.0	-119.0	-189.0	7
36	-92.0	25.0	36.0	-92.0	-28.0	-128.0	215.0	-103.0	-283.0	35.0	-273.0	-11.0	73.0	-293.0	-166.0	-42.0	1.0	-118.0	-190.0	6
39	-92.0	25.0	38.0	-85.0	-26.0	-125.0	189.0	-101.0	-284.0	35.0	-276.0	-136.0	-139.0	-297.0	-166.0	-40.0	3.0	-121.0	-194.0	6
42	-92.0	26.0	37.0	-88.0	-27.0	-131.0	400.0	-103.0	-285.0	35.0	-275.0	13.0	-136.0	-297.0	-166.0	12.0	2.0	-120.0	-192.0	6
54	-86.0	-64.0	37.0	-90.0	-30.0	185.0	162.0	-2.0	-300.0	3.0	-273.0	156.0	-112.0	-315.0	-159.0	105.0	0.0	-119.0	-189.0	5
110	-21.0	25.0	25.0	-132.0	-96.0	-124.0	190.0	-101.0	-293.0	35.0	-287.0	-135.0	-139.0	-288.0	-166.0	-40.0	-43.0	-16.0	-246.0	5
127	-20.0	25.0	19.0	-136.0	-92.0	-128.0	217.0	-103.0	-292.0	35.0	-286.0	-11.0	75.0	-289.0	-166.0	-42.0	-41.0	-13.0	-248.0	5
9	-94.0	-66.0	35.0	-89.0	-26.0	-93.0	118.0	-2.0	-312.0	-2.0	-285.0	377.0	-136.0	-326.0	-166.0	112.0	3.0	-119.0	-196.0	4
10	-94.0	25.0	36.0	-89.0	-26.0	-94.0	119.0	-101.0	-285.0	34.0	-278.0	378.0	-136.0	-300.0	-166.0	-37.0	3.0	-119.0	-195.0	4

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent